//TEST(compute):COMPARE_COMPUTE_EX:-slang -compute -shaderobj -output-using-type //TEST(compute, vulkan):COMPARE_COMPUTE_EX:-vk -compute -shaderobj -output-using-type //TEST(compute):COMPARE_COMPUTE_EX:-cuda -compute -shaderobj -output-using-type //TEST_INPUT:ubuffer(data=[0 0], stride=4):out,name=outputBuffer RWStructuredBuffer outputBuffer; struct A : IDifferentiable { float x; [ForwardDerivative(diff_f)] static float f(float v) { return v * v; } static DifferentialPair diff_f(DifferentialPair v) { return diffPair(v.p * v.p, v.p * v.d * 2.0); } [BackwardDerivative(diff_g)] static float g(float v) { return v * v; } static void diff_g(inout DifferentialPair v, float.Differential dOut) { v = diffPair(v.p, dOut * 2.0); } } [ForwardDifferentiable] float test(A obj, float v) { return obj.f(v); } [BackwardDifferentiable] float test2(A obj, float v) { return obj.g(v); } [numthreads(1, 1, 1)] void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID) { A a = {0.0}; var p = diffPair(3.0, 1.0); let rs = fwd_diff(test)(diffPair(a, {1.0}), p); var q = diffPair(3.0); var qa = diffPair(a); bwd_diff(test2)(qa, q, 1.0); outputBuffer[0] = rs.d; outputBuffer[1] = q.d; }